The Sociology of Educational Datafication: Power, Surveillance, and Inequality in Digital Higher Education
Abstract
The expansion of digital technologies in higher education has led to the emergence of datafication — the process by which educational practices and human behaviors are transformed into quantifiable data. While datafication promises efficiency, transparency, and evidence-based decision-making, it also introduces critical ethical and sociological challenges related to surveillance, power, and inequality. This literature-based study explores educational datafication through the theoretical perspectives of Michel Foucault’s disciplinary power, Pierre Bourdieu’s theory of capital and social reproduction, and Neil Selwyn’s critique of digital education. By synthesizing studies published between 2018 and 2025, this research highlights how datafication has reshaped academic autonomy, intensified digital surveillance, and reproduced social hierarchies in higher education. The paper argues that understanding datafication as a sociological phenomenon not merely a technological innovation is essential for developing critical digital ethics and equitable governance in academia.
References
Akilla, A. (2025). Comparative study on Datafication and Digitization. The Scientific Temper, 16(09), 4815–4818. https://doi.org/10.58414/scientifictemper.2025.16.9.14
Ali, R., Abdullah, F., & Shoaib, M. (2026). Sociology of Digital Control : Datafication , Online Surveillance , and Gendered Norms in Everyday Life in Higher Education in Pakistan. Journal of Management Science Research Review, 5(6), 246–265.
Bourdieu, P. (1986). The Forms of Capital. In Handbook of Theory and Research for the Sociology of Education.
Burbules, N. C., Fan, G., & Repp, P. (2020). Five trends of education and technology in a sustainable future. Geography and Sustainability, 1(2), 93–97. https://doi.org/10.1016/j.geosus.2020.05.001
Couldry, N. (2020). Recovering critique in an age of datafication. New Media and Society, 22(7), 1135–1151. https://doi.org/10.1177/1461444820912536
Dander, V., Hug, T., Sander, I., & Shanks, R. (2021). Digital Capitalism, Datafication, and Media Education: Critical Perspective. Seminar.Net, 17(2), 1–5. https://doi.org/10.7577/seminar.4493
Fawns, T., Aitken, G., & Jones, D. (2021). Ecological Teaching Evaluation vs the Datafication of Quality: Understanding Education with, and Around, Data. Postdigital Science and Education, 3(1), 65–82. https://doi.org/10.1007/s42438-020-00109-4
Foucault, M. (1977). Discipline and Punish The Birth of the Prison. In A. Sheridan (Ed.), Random House (1st ed., Vol. 1, Issue 1). Random House. https://doi.org/10.1093/bjps/axv048
Gardiana, M. D., Rahmanto, A. N., & Satyawan, I. A. (2024). Peran Humas PTNBH dalam Pengelolaan Media Sosial untuk Meningkatkan Keterlibatan Stakeholders. JIIP - Jurnal Ilmiah Ilmu Pendidikan, 7(1), 41–50. https://doi.org/10.54371/jiip.v7i1.2455
Geremew, Y. M., Huang, W. J., & Hung, K. (2024). Fuzzy-Set Qualitative Comparative Analysis as a Mixed-Method and Analysis Technique: A Comprehensive Systematic Review. Journal of Travel Research, 63(1), 3–26. https://doi.org/10.1177/00472875231168619
Grant, M. J., & Booth, A. (2009). A typology of reviews: An analysis of 14 review types and associated methodologies. Health Information and Libraries Journal, 26(2), 91–108. https://doi.org/10.1111/j.1471-1842.2009.00848.x
Haerussaleh, H., & Huda, N. (2021). Modal Sosial, Kultural, Dan Simbolik Sebagai Representasi Pelanggengan Kekuasaan Dalam Novel the President Karya Mohammad Sobary (Kajian Pierre Bourdiue). Jurnal Pendidikan Bahasa Dan Sastra Indonesia Metalingua, 6(1), 19–28. https://doi.org/10.21107/metalingua.v6i1.10032
Haleem, A., Javaid, M., Qadri, M. A., & Suman, R. (2022). Understanding the role of digital technologies in education: A review. Sustainable Operations and Computers, 3(May), 275–285. https://doi.org/10.1016/j.susoc.2022.05.004
Hartong, S. (2019). The Transformation of State Monitoring Systems in Germany and the US: Relating the Datafication and Digitalization of Education to the Global Education Industru. Researching the Global Education Industry: Commodification, the Market and Business Involvement, 1–295. https://doi.org/10.1007/978-3-030-04236-3
Hermanto, B. (2020). Perekayasaan sistem pendidikan nasional untuk mencerdaskan kehidupan bangsa. Foundasia, 11(2), 52–59. https://doi.org/10.21831/foundasia.v11i2.26933
Hongladarom, S. (2023). Shoshana Zuboff, The age of surveillance capitalism: the fight for a human future at the new frontier of power. Ai & Society, 38(6), 2359–2361. https://doi.org/10.1007/s00146-020-01100-0
Huang, X. (2019). Understanding Bourdieu - Cultural Capital and Habitus. Review of European Studies, 11(3), 45. https://doi.org/10.5539/res.v11n3p45
Huang, Z. (2024). Discourses of Power and Social Structures: A Comparative Study of Bourdieu and Foucault. Journal of Linguistics and Communication Studies, 3(3), 85–88. https://doi.org/10.56397/jlcs.2024.09.10
Jones, K. (2023). Guest editorial: The datafication of student life in higher education: privacy problems and paths forward. Information and Learning Science, 124(9–10), 241–246. https://doi.org/10.1108/ILS-10-2023-265
Junaidi, J., Erianjoni, E., Ananda, A., Anwar, S., & Montesori, M. (2023). Factors that Prevent Students from Understanding Sociology Conceptual Material. American Journal of Social and Humanitarian Research, 4(1), 35–41. https://globalresearchnetwork.us/index.php/ajshr
Junaidi, J., Sandra, I., Nurlizawati, ., Syafrini, D., Sandi, H., Amelia, L., Bhakti, N., Revitasari, ., Alfian, M., Kurniawan, R., & Sari, S. (2025). Digital Transformation in Education: A Study on School Readiness for the Implementation of E-Reports in the Context of Datafication in West Sumatra for Quality Education (SDGs). ICHELS 2024 - The International Conference on Humanities Education, Law, and Social Science, Ichels 2024, 645–655. https://doi.org/10.5220/0013412400004654
Knox, J., Williamson, B., & Bayne, S. (2020). Machine behaviourism: future visions of ‘learnification’ and ‘datafication’ across humans and digital technologies. Learning, Media and Technology, 45(1), 31–45. https://doi.org/10.1080/17439884.2019.1623251
Lewis, S., Holloway, J., & Lingard, B. (2022). Emergent developments in the datafication and digitalization of education. Reimagining Globalization and Education, March, 62–78. https://doi.org/10.4324/9781003207528-5
Li, J., Xiao, W., & Zhang, C. (2023). Data security crisis in universities: identification of key factors affecting data breach incidents. Humanities and Social Sciences Communications, 10(1). https://doi.org/10.1057/s41599-023-01757-0
Majid, A. N., In’am, A., Haris, A., Romelah, R., & Harun, M. (2023). Construction of Integrated Islamic School Identity. Analisa: Journal of Social Science and Religion, 8(1), 67–79. https://doi.org/10.18784/analisa.v8i1.1925
Marlina, Saifullah, Apriyanto, Megavitry, R., Wiliyanti, V., & Jaswan. (2024). Peran Teknologi Big Data dalam meningkatkan Efektivitas Manajemen di Perguruan Tinggi. Jurnal Review Pendidikan Dan Pengajaran, 7(3), 10089–10094.
Martens, M., De Wolf, R., & De Marez, L. (2024). Datafication and algorithmization of education: How do parents and students evaluate the appropriateness of learning analytics? Education and Information Technologies, 29(7), 8151–8177. https://doi.org/10.1007/s10639-023-12124-6
Mertala, P. (2024). From IT to I-It: Digitalization, datafication, automation, and the teacher-student relationship. Journal of Childhood, Education and Society, 5(2), 294–304. https://doi.org/10.37291/2717638X.202452394
Miles, M. B., & Huberman, A. M. (2014). Qualitative Data Analysis. In Sustainability (Switzerland) (3rd ed., Vol. 11, Issue 1). SAGE. http://scioteca.caf.com/bitstream/handle/123456789/1091/RED2017-Eng-8ene.pdf?sequence=12&isAllowed=y%0Ahttp://dx.doi.org/10.1016/j.regsciurbeco.2008.06.005%0Ahttps://www.researchgate.net/publication/305320484_SISTEM_PEMBETUNGAN_TERPUSAT_STRATEGI_MELESTARI
Murti, G. H., & Susanti, N. (2021). Understanding Bourdieu’S Distinction: Social and Literary Contestation To Gain Legitimate Position. ANAPHORA: Journal of Language, Literary and Cultural Studies, 4(1), 48–57. https://doi.org/10.30996/anaphora.v4i1.5268
Nasution, A. F. (2023). METODE PENELITIAN KUALITATIF. In CV Harfa Creative (1st ed., Vol. 1, Issue 1). CV Harfa Creative. https://revistas.ufrj.br/index.php/rce/article/download/1659/1508%0Ahttp://hipatiapress.com/hpjournals/index.php/qre/article/view/1348%5Cnhttp://www.tandfonline.com/doi/abs/10.1080/09500799708666915%5Cnhttps://mckinseyonsociety.com/downloads/reports/Educa
Ngametua, R. D.-. (2022). The datafication of assessment and learning: An ethno-case study of student, teacher and school practices in Queensland, Australia. May. https://doi.org/10.14264/a18faed
Noteboom, J. (2024). Everyday datafication and higher education: student agency, trust and resignation. Networked Learning Conference, 14, 1–7. https://doi.org/10.54337/nlc.v14i1.8083
Nyundu, T., & Hosseini, S. A. H. (2024). Higher education under neoliberalism A perspective from South African student activists. Citizenship Utopias in the Global South: The Emergent Forms of Activism in an Era of Disillusionment, 5, 121–136. https://doi.org/10.4324/9781003378891-10
Pangrazio, L., Selwyn, N., & Cumbo, B. (2023). Tracking technology: exploring student experiences of school datafication. Cambridge Journal of Education, 53(6), 847–862. https://doi.org/10.1080/0305764X.2023.2215194
Partadiredja, R. A. (2020). Datafication and Design. Kommunikation.Medien, 12, 1–10.
Patel, K. (2024). Ethical Reflections on Data-Centric AI: Balancing Benefits and Risks. International Journal of Artificial Intelligence Research and Development (IJAIRD), 2(1), 1–17.
Patton, M. Q. (2022). Qualitative Research & Evaluation Methods. 3rd Edition. Sage Publ.
Pelizza, A., Loschi, C., Olivieri, L., Trauttmansdorff, P., & Van Rossem, W. R. (2025). Manifesto on the Datafication of Mobility Across Borders. Engaging Science, Technology, and Society, 10(3), 207–215. https://doi.org/10.17351/ests2023.2831
Pitsoe, V. J. (2023). A critical analysis of the power theories of Foucault, Bourdieu, and Habermas in the context of higher education research. Communication and Management, 9, 19–30. https://doi.org/10.5281/zenodo.15249681
Prayogi, A., Nasrullah, R., & Wahyudi, N. A. (2025). Digital Transformation in Education: A Literature Review on Psychological Aspects of Learning and Pedagogical Innovations. JINEA: Journal of Innovation in Education and Learning, 1(3), 133–142. https://jurnal.ihsancahayapustaka.id/index.php/jinea
Pritchard, C., Borchers, C., Rosenberg, J. M., Fox, A. K., & Stegenga, S. M. (2024). The datafication of student information on X (Twitter). Computers and Education Open, 7(May), 100197. https://doi.org/10.1016/j.caeo.2024.100197
Rabelo, A., Rodrigues, M. W., Nobre, C., Isotani, S., & Zárate, L. (2024). Educational data mining and learning analytics: a review of educational management in e-learning. Information Discovery and Delivery, 52(2), 149–163. https://doi.org/10.1108/IDD-10-2022-0099
Raffaghelli, J. E. (2020). Is data literacy a catalyst of social justice? A response from nine data literacy initiatives in higher education. Education Sciences, 10(9), 1–20. https://doi.org/10.3390/educsci10090233
Ragnedda, M. (2018). Conceptualizing digital capital. Telematics and Informatics, 35(8), 2366–2375. https://doi.org/10.1016/j.tele.2018.10.006
Salim, A., Manubey, J., & Kuswandi, D. (2023). Neoliberalisme dan Komersialisasi Pendidikan di Indonesia: Sebuah Refleksi. Jurnal Pendidikan, 24(2), 97–115.
Selwyn, N., & Gašević, D. (2020). The datafication of higher education: discussing the promises and problems. Teaching in Higher Education, 25(4), 527–540. https://doi.org/10.1080/13562517.2019.1689388
Shohel, M. C. (2020). E-Learning and Digital Education in the Twenty-First Century. In E-Learning and Digital Education in the Twenty-First Century. https://doi.org/10.5772/intechopen.87797
Stefanija, A. P., & Pierson, J. (2023). Algorithmic Governmentality, Digital Sovereignty, and Agency Affordances Extending the Possible Fields of Action. Weizenbaum Journal of the Digital Society, 3(2), 1–30. https://doi.org/10.34669/WI.WJDS/3.2.2
Stewart, B., Miklas, E., Szcyrek, S., & Le, T. (2023). Barriers and beliefs: a comparative case study of how university educators understand the datafication of higher education systems. International Journal of Educational Technology in Higher Education, 20(1). https://doi.org/10.1186/s41239-023-00402-9
Sulistioyuwono, A. B., Budiarti, I., Rahayu, S. K., & Sulistyo, D. (2026). From Atom to Bit : The Ontology and Epistemology of Music in the Transition of Record Labels from Physical Media to Streaming. Journal of Word Science, 5(1), 44–56.
Takayama, K., & Lingard, B. (2019). Datafication of schooling in Japan: an epistemic critique through the ‘problem of Japanese education.’ Journal of Education Policy, 34(4), 1–21. https://doi.org/10.1080/02680939.2018.1518542
Teebken, M., Constantiou, I., & Tuunainen, V. K. (2025). Datafication at work: Navifating AI, privacy concerns, and employee engagement. Proceeding of the 33rd European Conference on Information Systems, June, 1–8.
Törnberg, P., & Uitermark, J. (2020). Complex Control and the Governmentality of Digital Platforms. Frontiers in Sustainable Cities, 2(March), 1–11. https://doi.org/10.3389/frsc.2020.00006
Wandi, J. I., Gistituati, N., & Rusdinal, R. (2022). Preparing the Community Based Education of Socio-Cultural Oriented for Children in the Industrial Revolution Era of 4.0. International Journal Of Humanities Education and Social Sciences (IJHESS), 2(1), 1–11. https://doi.org/10.55227/ijhess.v2i1.205
Whitehead, M., & Collier, W. G. A. (2023). Incidental governmentality: Big tech and the hidden rationalities of government. Digital Geography and Society, 5(June 2022), 100071. https://doi.org/10.1016/j.diggeo.2023.100071
Williamson, B., Bayne, S., & Shay, S. (2020). The datafication of teaching in Higher Education: critical issues and perspectives. Teaching in Higher Education, 25(4), 351–365. https://doi.org/10.1080/13562517.2020.1748811
Yanuar, D., Pratama Putra, F. H., Kresna, H. G., & Taqie, N. (2024). Dinamika Kebijakan Kampus PTN-BH Dari Masa ke masa Melalui Tinjauan Historis. Gudang Jurnal Multidisiplin Ilmu, 2(6), 49–52. https://doi.org/10.59435/gjmi.v2i6.489
Zhao, X., Ng, R., Zomer, C., Duffy, G., & Sefton-Green, J. (2024). Database as method: Exposing ‘data’ about educational technology through a design intervention. Computers and Education Open, 6(April), 100188. https://doi.org/10.1016/j.caeo.2024.100188
Zulkarnain, Z., & Zubaedi, Z. (2021). Implementation of community-based education management: a case study of Islamic boarding schools in Bengkulu city, Indonesia. Cypriot Journal of Educational Sciences, 16(6), 3305–3316. https://doi.org/10.18844/cjes.v16i6.6560
Copyright (c) 2026 Novran Juliandri Bhakti

This work is licensed under a Creative Commons Attribution 4.0 International License.

